Plan2Explore: Active Model-Building for Self-Supervised Visual Reinforcement Learning
To operate successfully in unstructured open-world environments, autonomous intelligent agents need to solve many different tasks and learn...
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The Berkeley Artificial Intelligence Research Blog
Wednesday, September 9, 2020
AWAC: Accelerating Online Reinforcement Learning with Offline Datasets
Our method learns complex behaviors by training offline from prior datasets (expert demonstrations, data from previous experiments, or r...
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The Berkeley Artificial Intelligence Research Blog
Saturday, August 15, 2020
AI Will Change the World. Who Will Change AI? We Will.
Editor’s Note: The following blog is a special guest post by a recent graduate of Berkeley BAIR’s AI4ALL summer program for high school stu...
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The Berkeley Artificial Intelligence Research Blog
Monday, August 3, 2020
Estimating the fatality rate is difficult but doable with better data
The case fatality rate quantifies how dangerous COVID-19 is, and how risk of death varies with strata like geography, age, and race. Current...
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